卢湖川

卢湖川，大连理工大学创新创业学院院长，同时担任信息与通信工程学院教授、博士生导师。

卢湖川是国家杰出青年基金获得者，科技部中青年创新领军人才，辽宁省特聘教授，IEEE和ACM高级会员。卢湖川在图像处理与理解、计算机视觉、模式识别和机器学习等领域有着深入的研究，并在国际期刊和会议上发表了200余篇学术论文，其中100余篇被计算机学会(CCF)推荐为A类期刊和会议论文。

卢湖川的研究成果获得了多项国际奖项，包括CVPR2020 Best Paper Award Nominee, ICCV2011 Most Remembered Poster, ICIP2012 Best Student Paper Award Finalist, IET Image Processing Best Paper Award，以及Google Scholar引用超过20000次。

1991.9-1995.7 大连理工大学无线电技术学士

1995.9-1998.7 大连理工大学信号与信息处理硕士

2003.3-2008.6 大连理工大学系统工程博士

1998.7-2001.3 大连理工大学电信学院助教

2001.3-2006.12 大连理工大学电信学院讲师

2006.5-2011.12 大连理工大学电信学部副教授

2011.12至今 大连理工大学电信学部教授

卢湖川的研究领域广泛，包括：视觉显著性检测、图像分类、目标检测、跟踪、图像/视频分割、图像/视频文本生成、图像文本匹配、视觉问答、底层图像/视频处理（图像增强、修复、超分辨、去模糊、去噪等）、图像拼接、图像分割化迁移、行人检测、行人再识别、人体姿态估计、人体动作迁移、异常行为检测、人群密度估计、表情识别等。

一种图像显著度检测的方法

基于形态滤波增强的最稳定极值区视频文本检测方法

电磁静默, 其他课题, 2018/01/04, 进行

辽宁省高等学校创新人才支持计划-卢湖川, 省、市、自治区科技项目, 2018/02/01, 进行

视频目标跟踪与显著性检测, 国家自然科学基金项目, 2017/10/11, 进行

显著性目标检测, 企事业单位委托科技项目, 2017/11/29-2018/12/31, 进行

特定图像特征和文字的识别, 企事业单位委托科技项目, 2017/09/01-2017/09/29, 进行

手机图像比对, 企事业单位委托科技项目, 2016/05/24-2016/07/31, 进行

Miao Zhang, Jingjing Li, Wei Ji, Yongri Piao, Huchuan Lu, Memory-oriented Decoder for Light Field Salient Object Detection, NIPS2019 [PDF(baidu)] [PDF(google)] [code]Peixia Li, Boyu Chen, Wanli Ouyang, Dong Wang, Xiaoyun Yang, Huchuan Lu, GradNet: Gradient-Guided Network for Visual Object Tracking, ICCV 2019[Oral] [PDF(baidu)] [PDF(google)] [code]Zimo Liu, Jingya Wang, Shaogang Gong, Dacheng Tao, Huchuan Lu, Deep Reinforcement Active Learning for Human-In-The-Loop Person Re-Identification, ICCV 2019[Oral] [PDF(baidu)] [PDF(google)] [BibTex]Pingping Zhang, Wei Liu, Yinjie Lei, Huchuan Lu, Xiaoyun Yang, Cascaded Context Pyramid for Full-Resolution 3D Semantic Scene Completion, ICCV 2019[Oral] [PDF(baidu)] [PDF(google)] [BibTex] [code]Yongri Piao, Wei Ji, Jingjing Li, Miao Zhang, Huchuan Lu, Depth-induced Multi-scale Recurrent Attention Network for Saliency Detection, ICCV 2019 [PDF(baidu)] [PDF(google)] [code]Bin Yan, Haojie Zhao, Dong Wang, Huchuan Lu, Xiaoyun Yang, `Skimming-Perusal' Tracking: A Framework for Real-Time and Robust Long-term Tracking, ICCV 2019 [PDF(baidu)] [PDF(google)] [BibTex] [code]Lu Zhang, Zhe Lin, Jianming Zhang, Huchuan Lu, You He, Fast Video Object Segmentation via Dynamic Targeting Network, ICCV 2019 [PDF(baidu)] [PDF(google)] [code]Yi Zeng, Pingping Zhang, Zhe Lin, Jianming Zhang, Huchuan Lu, Towards High-Resolution Salient Object Detection, ICCV 2019 [PDF(baidu)] [PDF(google)] [BibTex] [code]Yu Zeng, Yunzhi Zhuge, Huchuan Lu, Lihe Zhang, Joint learning of saliency detection and weakly supervised semantic segmentation, ICCV 2019 [PDF(baidu)] [PDF(google)] [code]Tiantian Wang, Yongri Piao, Huchuan Lu, Xiao Li, Lihe Zhang, Deep Learning for Light Field Saliency Detection, ICCV 2019 [PDF(baidu)] [PDF(google)] [BibTex] [code]Kenan Dai, Dong Wang, Huchuan Lu, Chong Sun, Jianhua Li, Visual Tracking via Adaptive Spatially-Regularized Correlation Filters, CVPR 2019 [PDF(baidu)] [PDF(google)] [code]Yuxuan Sun, Chong Sun, Dong Wang, You He, Huchuan Lu, ROI Pooled Correlation Filters for Visual Tracking, CVPR 2019 [PDF(baidu)] [PDF(google)] [BibTex] [code]Yu Zeng, Yunzi Zhuge, Huchuan Lu, Lihe Zhang, Mingyang Qian, Yizhou Yu, Multi-source weak supervision for saliency detection, CVPR 2019 [PDF(baidu)] [PDF(google)] [code]Runmin Wu, Mengyang Feng, Wenlong Guan, Dong Wang, Huchuan Lu, Errui Ding, A Mutual Learning Method for Salient Object Detection with intertwined Multi-Supervision CVPR 2019 [PDF(baidu)] [PDF(google)] [code]Lu Zhang, Jianming Zhang, Zhe Lin, Huchuan Lu, You He, CapSal: Leveraging Captioning to Boost Semantics for Salient Object Detection. CVPR 2019 [PDF(baidu)] [PDF(google)] [code]Mengyang Feng, Huchuan Lu, Errui Ding, Attentive Feedback Network for Boundary-Aware Salient Object Detection，CVPR 2019 [PDF(baidu)] [PDF(google)] [code]Wenda Zhao, Bowen Zheng, Qiuhua Lin, Huchuan Lu, Enhancing Diversity of Defocus Blur Detectors via Cross-Ensemble Network，CVPR 2019 [PDF(baidu)] [PDF(google)] [code]

2023年11月22日，卢湖川入选美国电子电气工程师学会发布的2024年IEEE Fellow名单。